-
## Keyword: sgd
### A Convergence Theory for Federated Average: Beyond Smoothness
- **Authors:** Authors: Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
- **Subjects:** Machine Learning (cs.LG);…
-
To integrate various specialized processors such as Tensor Processing Units (TPUs), Language Processing Units (LPUs), Graphics Processing Units (GPUs), and others into the Cyclops-64 architecture, we …
-
## Description:
In AutoGluon's multimodal framework, Distributed Data Parallel (DDP) is the primary strategy employed for leveraging multiple GPUs across most problem types. A known limitation of D…
-
I'm currently training a binary classifier using a tiny sample of a dataset. The dataset is of size approx 50bn rows per day, and we persist the data for ~60 days, so in theory I could be training thi…
-
## Project info
**Title:**
NeuroDesk - A flexible, scalable, and easy to use data analysis environment for reproducible neuroimaging
**Project lead:**
Steffen Bollmann, @sbollmann_mri
**Pro…
-
To follow up on #70, here are some related libraries I had a look at while implementing my research code for scalable algorithms in https://github.com/constantinpape/cluster_tools and how I think they…
-
-
### Description
In this project, we aim to combine different techniques for qml application. The main part of the generative/variational algorithm has been developed and we are at the final stage…
-
```
export const teamData= [
{
"id":1,
"title": "Fullstack Senior Engineer",
"name": "Pratik Tiwari",
"description": "8+ Years in fullstack engineering bui…
-
## 🚀 Feature
Introduce a property/method `experiment_dir` on the abstract logger interface. All loggers must implement this and return a path to where their files are being saved.
### Motivatio…